Meiofauna distribution predicted with random forest regression in the German exploration area for polymetallic nodule mining, Clarion Clipperton Fracture Zone, Pacific
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| Main Authors: | , , , |
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| Format: | Dataset Open Access |
| Language: | en |
| Published: |
PANGAEA
2020
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| _version_ | 1867169422717747200 |
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| author | Uhlenkott, Katja Vink, Annemiek Kuhn, Thomas Martínez Arbizu, Pedro |
| author_facet | Uhlenkott, Katja Vink, Annemiek Kuhn, Thomas Martínez Arbizu, Pedro |
| collection | Datos científicos de ciencias marinas y ambientales |
| contents | The dataset contains predicted distributions computed for overall meiofauna abundance, diversity (Simpson's Index D and Evenness E), richness (ntax) and individual taxa using random forest regressions. Furthermore, a habitatmap is provided, dividing the area based on k-means clustering of combined predicted distributions, bathymetry and backscatter. |
| format | Dataset Open Access |
| id | pangaea_https___doi_org_10_1594_PANGAEA_912216 |
| institution | PANGAEA |
| language | en |
| publishDate | 2020 |
| publisher | PANGAEA |
| record_format | pangaea |
| spellingShingle | Meiofauna distribution predicted with random forest regression in the German exploration area for polymetallic nodule mining, Clarion Clipperton Fracture Zone, Pacific Uhlenkott, Katja Vink, Annemiek Kuhn, Thomas Martínez Arbizu, Pedro CCZ_GER; Clarion-Clipperton Fraction Zone, North East Pacific Ocean; distribution model; Habitat Mapping; JPI Oceans - Ecological Aspects of Deep-Sea Mining; JPIO-MiningImpact; meiofauna; random forest regression The dataset contains predicted distributions computed for overall meiofauna abundance, diversity (Simpson's Index D and Evenness E), richness (ntax) and individual taxa using random forest regressions. Furthermore, a habitatmap is provided, dividing the area based on k-means clustering of combined predicted distributions, bathymetry and backscatter. |
| title | Meiofauna distribution predicted with random forest regression in the German exploration area for polymetallic nodule mining, Clarion Clipperton Fracture Zone, Pacific |
| topic | CCZ_GER; Clarion-Clipperton Fraction Zone, North East Pacific Ocean; distribution model; Habitat Mapping; JPI Oceans - Ecological Aspects of Deep-Sea Mining; JPIO-MiningImpact; meiofauna; random forest regression |
| url | https://doi.org/10.1594/PANGAEA.912216 |